“Everything alright, Ethan?” His father’s voice, concerned. Ethan nodded, but his shaky hands gave him away. His party, Liam’s party. The collision course was set. He just wanted to go under the covers and stay there until it was over.

He felt a strange pressure behind his eyes, a sensation like the world was closing in. He busied himself with the final preparations, but his movements were clumsy, hurried. He kept glancing at the clock.

Each tick felt like a hammer blow against his skull. He couldn't shake the feeling of impending doom. He wished the day would just disappear, vanish from existence, the way he felt he might if things didn't go well.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309